| POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning | Jan 1, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Continual Task Learning through Adaptive Policy Self-Composition | Nov 18, 2024 | Continual LearningOffline RL | CodeCode Available | 0 | 5 |
| Optimistic Critic Reconstruction and Constrained Fine-Tuning for General Offline-to-Online RL | Dec 25, 2024 | Offline RLReinforcement Learning (RL) | CodeCode Available | 0 | 5 |
| Policy Constraint by Only Support Constraint for Offline Reinforcement Learning | Mar 7, 2025 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Bayes Adaptive Monte Carlo Tree Search for Offline Model-based Reinforcement Learning | Oct 15, 2024 | D4RLModel-based Reinforcement Learning | CodeCode Available | 0 | 5 |
| AlignIQL: Policy Alignment in Implicit Q-Learning through Constrained Optimization | May 28, 2024 | D4RLOffline RL | CodeCode Available | 0 | 5 |
| On Practical Reinforcement Learning: Provable Robustness, Scalability, and Statistical Efficiency | Mar 3, 2022 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| On the Effectiveness of Offline RL for Dialogue Response Generation | Jul 23, 2023 | Offline RLreinforcement-learning | CodeCode Available | 0 | 5 |
| Off-policy Evaluation in Doubly Inhomogeneous Environments | Jun 14, 2023 | Offline RLOff-policy evaluation | CodeCode Available | 0 | 5 |
| Compositional Conservatism: A Transductive Approach in Offline Reinforcement Learning | Apr 6, 2024 | D4RLOffline RL | CodeCode Available | 0 | 5 |
